Measurements using Smart Phone Apps and the PU...
Transcript of Measurements using Smart Phone Apps and the PU...
Measurements using Smart Phone Apps and the PU Probe
Vibro-Acoustics Consortium Web MeetingUniversity of Kentucky
Vibro-Acoustics Consortium
May 14, 2020
Vibro-Acoustics Consortium
Overview
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• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
• Future Directions
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Sound and Vibration FieldsAn acoustic field implies a small disturbance. Sound pressure disturbances are only on the order of 1 Pa for 94 dB.
Wallin et al., 2011
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Particle Motion
• Particles oscillate (but no net flow)• Waves move much faster than particles
https://www.acs.psu.edu/drussell/demos.html
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Condenser Microphones
Bies, Hansen and Howard, 2018
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MEMS Microphones
Diaphragm
Backplate Electrode
Substrate
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Overview
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• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
Vibro-Acoustics Consortium
LG Tribute DynastyiPhone 6 Plus iPhone 7 Plus
Smartphone Types
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PCB 378B11Siemens DAQ
Mic-WBSWA
Internal Microphone
Microphones
https://www.engineering.com/ElectronicsDesign/ElectronicsDesignArticles/ArticleID/6124/How-MEMS-Enable-Smartphone-Features.aspx
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Signal Scope XFaber Acoustical
iNVHBosch
Sound Meter XFaber Acoustical
NIOSH SLM
Smartphone Apps Used
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Calibrate the PCB microphone
Calibrate the Apps
Measure in “free field”
Generate a 94 dB noise (measured by PCB microphone)
Mount the sensors together
Microphone Calibration
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Microphone Calibration
Mic-W
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Overview
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• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
• Future Directions
Vibro-Acoustics Consortium
Test Setup
The Smart phone, Mic-W and PCB microphone are mounted directly above (1 m) the loudspeaker.
Smartphone and microphonesFree space measurement
1 m
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Sound Pressure Level (dB)
Sound Meter PCB NIOSH PCB iNVH PCB
60.0 62.0 60.0 58.7 60.0 61.5
65.0 66.8 65.0 63.2 65.0 66.5
70.0 71.7 70.0 68.1 70.0 72.0
75.0 76.6 75.0 73.2 75.0 76.2
80.0 81.4 80.0 78.1 80.0 81.3
85.0 86.5 85.0 83.2 85.0 86.2
90.0 91.5 90.0 88.2 90.0 91.3
95.0 96.5 95.0 93.2 95.0 96.3
100.0 102.3 100.0 98.5 100.0 101.8
iPhone 6 Plus with Internal MicrophoneWhite noise source with internal microphones uncalibrated.
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Sound Pressure Level (dB)
Sound Meter PCB NIOSH PCB iNVH PCB
61.5 62.0 58.2 58.7 61.3 61.5
66.5 66.8 63.2 63.2 66.3 66.5
71.5 71.7 68.2 68.1 71.3 72.0
76.5 76.6 73.2 73.2 76.3 76.2
81.5 81.4 78.2 78.1 81.3 81.3
86.5 86.5 83.2 83.2 86.3 86.2
91.5 91.5 88.2 88.2 91.3 91.3
96.5 96.5 93.2 93.2 96.3 96.3
101.5 102.3 98.2 98.5 101.3 101.8
iPhone 6 Plus with Internal MicrophoneWhite noise source with internal microphones calibrated.
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Vibro-Acoustics Consortium
Sound Pressure Level (dB)
Sound Meter
PCB SCADAS NIOSH PCB
SCADAS iNVH PCB SCADAS
60.7 60.2 60.5 59.9 63.0 60.2
65.4 65.2 65.3 65.2 66.0 64.8
70.2 70.1 70.0 70.0 70.0 69.5
75.0 75.1 75.0 75.1 75.0 74.6
80.0 80.0 80.0 80.0 80.0 79.4
85.0 85.1 85.0 85.0 85.0 84.4
90.0 90.2 90.0 90.0 90.0 89.6
95.0 95.2 95.0 95.0 95.0 94.6
100.0 100.1 100.0 99.9 100.0 99.5
iPhone 6 Plus with Mic-WWhite noise source with Mic-W calibrated with white noise.
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Overview
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• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
• Future Directions
Vibro-Acoustics Consortium
Compressor Noise SPL Comparison
The smartphone, Mic-W and PCB microphone aremounted directly above the compressor.
Apps are calibrated using 94 dB @ 1 kHz.
SPL is in dB.
Free space
50 cmDevice Sound
Meter NIOSH iNVH PCB
Internal Microphone
(iPhone 7 Plus)85.2 83.6 85.2 86.7
Mic-W(iPhone 6 Plus) 85.1 83.4 84.8 86.7
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The smartphone, Mic-W and PCB microphone aremounted directly above the compressor.
Apps are calibrated using 94 dB @ 1 kHz.
SPL in dBA.
Free space
50 cmDevice Sound
Meter NIOSH iNVH PCB
Internal Microphone
(iPhone 7 Plus)82.6 82.8 83.0 83.8
Mic-W(iPhone 6 Plus) 82.4 82.6 82.0 83.8
Compressor Noise SPL Comparison
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• The Smartphone, Mic-W and PCB microphone are mounted adjacent to one another at the end of an impedance tube.
Impedance Tube SPL Comparison
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PCB MicSiemens DAQ
Reference
Mic-WSignal Scope
LG Internal Mic Sound Meter
84.5 85 81
89.7 90 83
94.5 95 85
99.2 100 86
104.5 105 87
109.8 110 88
Impedance Tube SPL Comparison
White Noise Source
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125
160
200
250
315
400
500
630
800
1000
1250
1600
2000
2500
3150
4000
5000
6300
8000
1000
012
500
1600
0
Soun
d Pr
essu
re L
evel
(dB)
Frequency (Hz)
MicW + iPad miniPCB + SCADAS
Microphones are placed 1 m far away from Harley Davidson Engine (idle running).
10 dB
Motorcycle Engine SPL Comparison
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Summary
Pros• Portable• Easy to use• Good accuracy below 10 kHz• Inexpensive
Cons• Issues at low frequency and low
sound pressure levels
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Overview
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• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
• Future Directions
Vibro-Acoustics Consortium
P-U Probe
P-U Probe with Wind Shield
Hollow Cylinder
Pressure Inlet
PCB
Miniature Microphone
Solid Cylinder
Microflown Hotwire
Microflown PU Probe
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Hot Wire
Heat Transfer
Resistance Changes
2 Hot Wires
Microflown PU Probe
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Microflown PU Probe Calibration
1. Use microphone to calibrate pressure sensor.
2. Use 𝑍 to calibrate the sensitivity of the velocity sensor.
3. Use ∠𝑍 to calibrate the phase of the velocity sensor.
Impedance: 𝑍 𝜌𝑐𝑖𝑘𝑟
1 𝑖𝑘𝑟
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Sound Pressure Sensitivity and Phase
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Microphone Calibration
Parameters Pressure𝑆 47𝑓 32𝑓 20𝑓 5848𝐶 28𝐶 37𝐶 200000
Sensitivity
Phase
𝑆mVPa 𝑆 @1 kHz
1 𝑓𝑓
1𝑓𝑓 1
𝑓𝑓
𝜑 deg arctan𝐶𝑓 arctan
𝐶𝑓 arctan
𝑓𝐶
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Vibro-Acoustics Consortium
Particle Velocity Sensitivity and Phase
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Vibro-Acoustics Consortium
Particle Velocity Calibration
Parameters Velocity𝑆 48000𝑓 63𝑓 633𝑓 97580𝑓 62𝐶 1𝐶 699𝐶 24000𝐶 50
Sensitivity
Phase
𝑆mVm 𝑠⁄
𝑆 @250 Hz
1 𝑓𝑓 1 𝑓
𝑓 1 𝑓𝑓 1 𝑓
𝑓
𝜑 deg arctan𝐶𝑓 arctan
𝑓𝐶 arctan
𝑓𝐶 arctan
𝐶𝑓
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Vibro-Acoustics Consortium
Sound Intensity Comparison
P-U Probe P-P Probe
30in
ches
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Vibro-Acoustics Consortium
Overview
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• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
• Future Directions
Vibro-Acoustics Consortium
36 Grid Locations
Motorcycle Engine Transmission
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Vibro-Acoustics Consortium
0 1000 2000 3000 4000 5000
Frequency (Hz)
Soun
d In
tens
ity (d
B)
P-U ProbeP-P Probe
700 Hz
1375 Hz
10 dB
Averaged Sound Intensity Comparison
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Vibro-Acoustics Consortium
P-U Intensity
P-U Velocity
P-P Intensity
Intensity and Velocity Mapping (700 Hz)
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Vibro-Acoustics Consortium
P-U Intensity
P-U Velocity
P-P Intensity
Intensity and Velocity Mapping (1375 Hz)
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Vibro-Acoustics Consortium
Overview
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• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
• Future Directions
Vibro-Acoustics Consortium
UAV Measured by P-U Probe
P-U Probe with wind screen
UAV on hovering: with blade ~5700 RPM
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2000.00
0.00
Hz
15.000.00 s(Time)
85.00
20.00
dBm
/s(p
v)
Particle Velocity
UAV Measured by P-U Probe
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Sound Pressure Levels
40
50
60
70
80
90
SPL
(dBA
)
Frequency (Hz)
Top surface Bottom surface
Sound Pressure
l
l
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Near Field Measurement
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30
40
50
60
70
80
90
0 100 200 300 400 500
SPL
(dB)
Frequency (Hz)
0102030405060708090
0 100 200 300 400 500So
und
Inte
nsity
Lev
el (d
B)Frequency (Hz)
176 Hz164 Hz
Sound Pressure Sound Intensity (P-U Probe)
Unlike microphone, P-U probe is able to filter out nearby source components.
176 Hz
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100
1000
10000
0 1000 2000 3000 4000 5000
Impe
danc
e Am
plitu
de (P
aꞏs/
m)
Frequency (Hz)
Top surfaceBottom surface
Acoustic Impedance
Top and Bottom Impedance
Hollow Cylinder
Pressure Inlet
PCB
Miniature Microphone
Solid Cylinder
MicroflownHotwire
P-U Probe
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Vibro-Acoustics Consortium
Overview
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• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
• Future Directions
Vibro-Acoustics Consortium
Radiation Efficiency
= =
Force Transfer Function Vibration Radiation Efficiency Sound Power
Radiation Efficiency
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Vibro-Acoustics Consortium
Radiation Efficiency
Radiation Efficiency
𝜎 𝑊 𝑓
𝜌𝑐𝑆𝑢 𝑓
𝑊 𝑓 sound power emitted by the vibrating surface𝑆 vibrating surface area𝑢 𝑓 spatially averaged RMS value of velocity
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Vibro-Acoustics Consortium
Radiation Efficiency
ISO 7849 Measure Radiation Efficiency
ISO-7849 – Determination of airborne sound power levels emitted by machinery using vibration measurement -- Part 2: Engineering method including determination of the adequate radiation factor• Test 1 – Accelerometer Array for Surface Velocity• Test 2 – Intensity Scan for Radiated Sound Power
ISO/TS 7849-1:2009(E)
SourceTest 1
Test 2
Intensity Scanning
Accelerometer Point
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Radiation Efficiency
Disadvantages• Accelerometers affect surface
vibration.• Requires two separate tests –
longer setup time.• Complicated structures may be
difficult to instrument.
Alternative – PU Probe• Both particle velocity and sound
power can be measured with same sensor using scanning approaches.
ISO/TS 7849-1:2009(E)
ISO 7849 Measure Radiation Efficiency
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Radiation Efficiency
Surface Velocity Correction
distance
𝑎
𝑢𝐶
𝑢𝑎
𝑗𝜔
Calibration Constant (𝐶 )
Acceleration (𝑎 ) is sampled at a single location. Particle velocity (𝑢 ) may be sampled at a single location or multiple locations.
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Radiation Efficiency
Aluminum Panel Test Setup
• The panel is divided into 16 patches andthe standard method was used as areference.
• Total sound power was measured by PUprobe.
• Panel driven by shaker with white noise
Size: 0.5 0.5 m2
Thickness: 3 mm
Position 10
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Radiation Efficiency
0.001
0.01
0.1
1
10
200 2000
Squa
red
Velo
city
Rat
io
Frequency (Hz)
PU Probe 2 cmPU Probe 5 cmPU Probe 10 cm
Single position correctionReference: Position 10
Aluminum Panel Velocity Ratio
100 Hz running average applied to clean up data.
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Radiation Efficiency
0.001
0.01
0.1
1
10
100
200 2000
Squa
red
Velo
city
Rat
io
Frequency (Hz)
PU Probe 2 cmPU Probe 5 cmPU Probe 10 cm
• 100 Hz running average applied to clean up data.
• Calibrated at 16 discrete positions.
Aluminum Panel Velocity Ratio
Note: Data is shown for illustration purposes but not used for radiation efficiency calculation.
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Radiation Efficiency
Single position correctionReference: Position 10
0
20
40
200 2000
Velo
city
(m/s
)
Frequency (Hz)
PU Probe 2 cm
Accelerometer
Aluminum Panel Velocity
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Radiation Efficiency
10
20
30
40
50
200 2000
Soun
d Po
wer
(dB)
Frequency (Hz)
Original
Averaged
Aluminum Panel Sound Power
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Radiation Efficiency
Single position correctionReference: Position 10
0.001
0.01
0.1
1
10
100
200 2000
Rad
iatio
n Ef
ficie
ncy
Frequency (Hz)
PU Probe 2 cm
PU Probe 10 cm
Standard
Aluminum Panel Radiation Efficiency
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Radiation Efficiency
Material: Aluminum
Size: 0.24 0.17 m2
Position 5
• The oil pan is divided into 9 patches andthe standard method was used as areference.
• Total sound power was measured by PUprobe.
• Oil pan driven by shaker with white noise.
Oil Pan Test Setup
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Radiation Efficiency
Single position correctionReference: Position 5
0.01
0.1
1
10
100
200 2000
Rad
iatio
n Ef
ficie
ncy
Frequency (Hz)
PU Probe 2 cm
Standard
Oil Pan Radiation Efficiency
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Radiation Efficiency
Overview
59
• Introduction
• Smart Phone Measurements Hardware and Software
• Smart Phone Measurements Level Tests
• Smart Phone Measurements Application Cases
• PU Probe Hardware
• PU Probe Engine Application
• PU Probe UAV Application
• PU Probe Radiation Efficiency
• Future Directions
Vibro-Acoustics Consortium
Radiation Efficiency
Future Directions
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• UK will continue to investigate new measurement tools using smartphones.
• The PU probe may also be used for sound quality. The particle velocity can be converted to a .wav file and listened to.
• The PU probe may also be used for transient particle velocity measurements. This should have application to pass-by noise.
Vibro-Acoustics Consortium
Radiation Efficiency
References
Smart Phone Microphones• L. L. Beranek and T. J. Mellow, Acoustics: Sound Fields and Transducers, Academic Press (2012).• D. A. Bies, C. H. Hansen, and C. Q. Howard, Engineering Noise Control, 5th Edition, CRC Press, Boca
Raton, FL (2018).PU Probe• H-E de Bree, P. Leussink, T. Korthorst, H. Jansen, T.S. Lammerink, and M. Elwenspoek, “The μ-Flown: a
Novel Device for Measuring Acoustic Flows”, Sensors and Actuators A: Physical, 54(1-3), 552-557 (1996).• H-E de Bree, “The Microflown, a New Particle Velocity Sensor,” Sound and Vibration Magazine, 39(2), 8,
(2005).• The Microflown E-book, Online, 2009.Standard Measurement Procedure for Radiation Efficiency• ISO/TS 7849-2, Acoustics — Determination of airborne sound power levels emitted by machinery using
vibration measurement — Part 2: Engineering method including determination of the adequate radiation factor, International Organization for Standardization, Geneva, (2009).
Radiation Efficiency Research at UK• S. C. Campbell, D. W. Herrin, B. Birschbach, and P. Crowley, “Measurement of Radiation Efficiency with a
Combination Sound Pressure – Particle Velocity Sensor,” Noise-Con 2019, San Diego, CA, August 26-28 (2019).
• S. C. Campbell, D. W. Herrin, B. Birschbach, and P. Crowley, Notes on Measurement of Radiation Efficiency, Inter-Noise 2018, August 26-29, Chicago, IL (2018).
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